Bayesian Inference At Scale
BIAS is an open source implementation of several Bayesian parametric and non-parametric models in julia. The implemented models include:
- Bayesian Mixture Model (BMM)
- Latent Dirichlet Allocation (LDA)
- Dirichlet Process Mixture Model (DPM)
- Hierarchical Dielectric Mixture Model (HDP)
- dynamic Hierarchical Dirichlet Mixture Model (dHDP)
- Temporal Dirichlet Process Mixture model (TDPM) also called Recurrent Chinese Restaurant Process (RCRP)
- Recurrent Chinese Restaurant Franchise (RCRF)
See the Package Documentation for details and examples.